Modelos de avaliação genética para resistência ao carrapato em uma população multirracial angus-nelore

Detalhes bibliográficos
Autor(a) principal: Bravo, André Padilha
Data de Publicação: 2019
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Manancial - Repositório Digital da UFSM
dARK ID: ark:/26339/0013000010rmp
Texto Completo: http://repositorio.ufsm.br/handle/1/16741
Resumo: Tick combat, inadequate sanitary management and high prices for acaricides are one of the main problems faced in Brazilian cattle system. The low perspective of new products to combat this ectoparasite, more efficient and inexpensive to be launched in the market has stimulated the accomplishment of researches with the objective to identify accurately and to select genetically resistant animals. The purpose of this work was to evaluate ome animal model that best describes the genetic and residual variation for the characteristic counting of ticks at post weaning, in order to produce more accurate genetic predictions. The database used consisted of 6,951 animals, sired by 383 bulls and 6,199 cows from a multiracial Angus-Nelore population raised on farms in Brazil. The database was provided by Gensys Consultores Associados S / C Ltda and Natura Genetica Sul Americana. Genetic values were calculated from the Bayesian inference methodology and the models tested were: Traditional Animal Model, Multibreed Animal Model with and without segregation, both with two models of residual variance (homocedastic or heterocedastic). The criteria of choice were the Number of Parameters, the Deviance Information and the Predictive Order, which pointed to the Traditional and Multibreed Animal Models with Segregation, both with residual heteroscedastic Gaussian variance, such as those that presented lower number of parameters and better distribution of the additive and non-additive genetic variances and, therefore, provided the best fit. The mean values of the fixed genetic effects were positive and similar, that is, animals with a higher proportion of the Angus breed, suffered a greater infestation of ticks, suggesting that the Nellore breed has an important role for resistance to ticks. It was verified that the genetic variance estimated by the heterocedastic Gaussian Animal Model for the Nellore breed was 4.54 times higher than that estimated for the Angus breed. Estimates of heritability in the different genetic groups ranged from 0.12 to 0.15 and 0.01 to 0.35 in the Traditional Animal Model and in the Heterocedastic Gaussian Multiracial Model, respectively. The Spearman ranking correlation among predicted genetic values considering all sires in the population was 0.94. However, when considering only the better bulls, TOP 10%, 20% and 30%, differences in relation to the ranking were more evident (0.28 to 0.67). The Multiracial Animal Model with Segregation with heterogeneous residual variances is most appropriate to be used in the genetic evaluation of the characteristic tick count of animal products of the Angus-Nellore cross.
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spelling Modelos de avaliação genética para resistência ao carrapato em uma população multirracial angus-neloreGenetic evaluation models for tick resistance of a multibreead population angus-nelloreBovinos de corteHeterocedasticidadeModelo multirracialBeef cattleHeteroscedasticMultiple-breed modelCNPQ::CIENCIAS AGRARIAS::ZOOTECNIATick combat, inadequate sanitary management and high prices for acaricides are one of the main problems faced in Brazilian cattle system. The low perspective of new products to combat this ectoparasite, more efficient and inexpensive to be launched in the market has stimulated the accomplishment of researches with the objective to identify accurately and to select genetically resistant animals. The purpose of this work was to evaluate ome animal model that best describes the genetic and residual variation for the characteristic counting of ticks at post weaning, in order to produce more accurate genetic predictions. The database used consisted of 6,951 animals, sired by 383 bulls and 6,199 cows from a multiracial Angus-Nelore population raised on farms in Brazil. The database was provided by Gensys Consultores Associados S / C Ltda and Natura Genetica Sul Americana. Genetic values were calculated from the Bayesian inference methodology and the models tested were: Traditional Animal Model, Multibreed Animal Model with and without segregation, both with two models of residual variance (homocedastic or heterocedastic). The criteria of choice were the Number of Parameters, the Deviance Information and the Predictive Order, which pointed to the Traditional and Multibreed Animal Models with Segregation, both with residual heteroscedastic Gaussian variance, such as those that presented lower number of parameters and better distribution of the additive and non-additive genetic variances and, therefore, provided the best fit. The mean values of the fixed genetic effects were positive and similar, that is, animals with a higher proportion of the Angus breed, suffered a greater infestation of ticks, suggesting that the Nellore breed has an important role for resistance to ticks. It was verified that the genetic variance estimated by the heterocedastic Gaussian Animal Model for the Nellore breed was 4.54 times higher than that estimated for the Angus breed. Estimates of heritability in the different genetic groups ranged from 0.12 to 0.15 and 0.01 to 0.35 in the Traditional Animal Model and in the Heterocedastic Gaussian Multiracial Model, respectively. The Spearman ranking correlation among predicted genetic values considering all sires in the population was 0.94. However, when considering only the better bulls, TOP 10%, 20% and 30%, differences in relation to the ranking were more evident (0.28 to 0.67). The Multiracial Animal Model with Segregation with heterogeneous residual variances is most appropriate to be used in the genetic evaluation of the characteristic tick count of animal products of the Angus-Nellore cross.Conselho Nacional de Pesquisa e Desenvolvimento Científico e Tecnológico - CNPqO combate ao carrapato, manejo sanitário inadequado e preços altos dos acaricidas são um dos principais problemas enfrentados na pecuária de corte brasileira. A baixa perspectiva de novos produtos, eficientes e baratos, para combater este ectoparasita, tem estimulado a realização de pesquisas que visem identificar acuradamente e selecionar animais geneticamente resistentes. O propósito neste trabalho identificar o modelo animal que melhor descreve a variação genética e residual para a característica contagem de carrapatos ao sobreano, para avaliações genéticas mais acuradas. O banco de dados utilizado foi composto por 6.951 animais, filhos de 383 touros e 6.199 vacas de uma população multirracial Angus-Nelore criados em fazendas no Brasil. A base de dados foi cedida pelas empresas Gensys Consultores Associados S/C Ltda e Natura Genética Sul Americana. Os valores genéticos foram calculados a partir da metodologia de inferência Bayesiana e os modelos testados foram: Modelo Animal Tradicional, Modelo Animal Multirracial sem e com segregação, cada um com dois modelos de variância residual (homocedástica ou heterocedástica). Os critérios de escolha foram o Número de Parâmetros, a Informação de Deviance e a Ordenada Preditiva, os quais apontaram os Modelos Animal Tradicional e Multirracial com Segregação, ambos com variância residual Gaussiana heterocedástica, como aqueles, que apresentaram menor número de parâmetros e melhor distribuição das variâncias genéticas aditivas e não aditivas e, portanto, proporcionaram o melhor ajuste. Os valores médios dos efeitos genéticos fixos foram positivos e similares, ou seja, animais com maior proporção da raça Angus, sofreram maior infestação de carrapatos, sugerindo que a raça Nelore possui um importante papel para resistência ao carrapato. Verificou-se que a variância genética estimada pelo modelo Modelo Animal Gaussiano heterocedástico para a raça Nelore foi 4,54 vezes maior do que a estimada para a raça Angus. As estimativas de herdabilidade nos diferentes grupos genéticos variaram de 0,12 a 0,15 e 0,01 a 0,35 no Modelo Animal Tradicional e no Multirracial Gaussiano heterocedástico respectivamente. A correlação de ordenamento de Spearman entre os valores genéticos preditos considerando todos os reprodutores da população em estudo, foi de 0,94. Contudo, ao considerar os touros TOP 10%, 20% e 30% melhores, as diferenças com relação ao ordenamento foram mais evidentes (0,28 a 0,67). O modelo Animal Multirracial com Segregação com variâncias residuais heterogêneas é o mais apropriado na avaliação genética da característica Contagem de Carrapatos de animais produtos do cruzamento Angus-Nelore.Universidade Federal de Santa MariaBrasilZootecniaUFSMPrograma de Pós-Graduação em ZootecniaCentro de Ciências RuraisMello, Fernanda Cristina Bredahttp://lattes.cnpq.br/9702654931601290Rorato, Paulo Roberto Nogarahttp://lattes.cnpq.br/6804416984369871Prestes, Alan Mirandahttp://lattes.cnpq.br/5914334583507434Bravo, André Padilha2019-06-04T19:13:19Z2019-06-04T19:13:19Z2019-02-26info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://repositorio.ufsm.br/handle/1/16741ark:/26339/0013000010rmpporAttribution-NonCommercial-NoDerivatives 4.0 Internationalhttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessreponame:Manancial - Repositório Digital da UFSMinstname:Universidade Federal de Santa Maria (UFSM)instacron:UFSM2019-06-05T06:02:04Zoai:repositorio.ufsm.br:1/16741Biblioteca Digital de Teses e Dissertaçõeshttps://repositorio.ufsm.br/ONGhttps://repositorio.ufsm.br/oai/requestatendimento.sib@ufsm.br||tedebc@gmail.comopendoar:2019-06-05T06:02:04Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM)false
dc.title.none.fl_str_mv Modelos de avaliação genética para resistência ao carrapato em uma população multirracial angus-nelore
Genetic evaluation models for tick resistance of a multibreead population angus-nellore
title Modelos de avaliação genética para resistência ao carrapato em uma população multirracial angus-nelore
spellingShingle Modelos de avaliação genética para resistência ao carrapato em uma população multirracial angus-nelore
Bravo, André Padilha
Bovinos de corte
Heterocedasticidade
Modelo multirracial
Beef cattle
Heteroscedastic
Multiple-breed model
CNPQ::CIENCIAS AGRARIAS::ZOOTECNIA
title_short Modelos de avaliação genética para resistência ao carrapato em uma população multirracial angus-nelore
title_full Modelos de avaliação genética para resistência ao carrapato em uma população multirracial angus-nelore
title_fullStr Modelos de avaliação genética para resistência ao carrapato em uma população multirracial angus-nelore
title_full_unstemmed Modelos de avaliação genética para resistência ao carrapato em uma população multirracial angus-nelore
title_sort Modelos de avaliação genética para resistência ao carrapato em uma população multirracial angus-nelore
author Bravo, André Padilha
author_facet Bravo, André Padilha
author_role author
dc.contributor.none.fl_str_mv Mello, Fernanda Cristina Breda
http://lattes.cnpq.br/9702654931601290
Rorato, Paulo Roberto Nogara
http://lattes.cnpq.br/6804416984369871
Prestes, Alan Miranda
http://lattes.cnpq.br/5914334583507434
dc.contributor.author.fl_str_mv Bravo, André Padilha
dc.subject.por.fl_str_mv Bovinos de corte
Heterocedasticidade
Modelo multirracial
Beef cattle
Heteroscedastic
Multiple-breed model
CNPQ::CIENCIAS AGRARIAS::ZOOTECNIA
topic Bovinos de corte
Heterocedasticidade
Modelo multirracial
Beef cattle
Heteroscedastic
Multiple-breed model
CNPQ::CIENCIAS AGRARIAS::ZOOTECNIA
description Tick combat, inadequate sanitary management and high prices for acaricides are one of the main problems faced in Brazilian cattle system. The low perspective of new products to combat this ectoparasite, more efficient and inexpensive to be launched in the market has stimulated the accomplishment of researches with the objective to identify accurately and to select genetically resistant animals. The purpose of this work was to evaluate ome animal model that best describes the genetic and residual variation for the characteristic counting of ticks at post weaning, in order to produce more accurate genetic predictions. The database used consisted of 6,951 animals, sired by 383 bulls and 6,199 cows from a multiracial Angus-Nelore population raised on farms in Brazil. The database was provided by Gensys Consultores Associados S / C Ltda and Natura Genetica Sul Americana. Genetic values were calculated from the Bayesian inference methodology and the models tested were: Traditional Animal Model, Multibreed Animal Model with and without segregation, both with two models of residual variance (homocedastic or heterocedastic). The criteria of choice were the Number of Parameters, the Deviance Information and the Predictive Order, which pointed to the Traditional and Multibreed Animal Models with Segregation, both with residual heteroscedastic Gaussian variance, such as those that presented lower number of parameters and better distribution of the additive and non-additive genetic variances and, therefore, provided the best fit. The mean values of the fixed genetic effects were positive and similar, that is, animals with a higher proportion of the Angus breed, suffered a greater infestation of ticks, suggesting that the Nellore breed has an important role for resistance to ticks. It was verified that the genetic variance estimated by the heterocedastic Gaussian Animal Model for the Nellore breed was 4.54 times higher than that estimated for the Angus breed. Estimates of heritability in the different genetic groups ranged from 0.12 to 0.15 and 0.01 to 0.35 in the Traditional Animal Model and in the Heterocedastic Gaussian Multiracial Model, respectively. The Spearman ranking correlation among predicted genetic values considering all sires in the population was 0.94. However, when considering only the better bulls, TOP 10%, 20% and 30%, differences in relation to the ranking were more evident (0.28 to 0.67). The Multiracial Animal Model with Segregation with heterogeneous residual variances is most appropriate to be used in the genetic evaluation of the characteristic tick count of animal products of the Angus-Nellore cross.
publishDate 2019
dc.date.none.fl_str_mv 2019-06-04T19:13:19Z
2019-06-04T19:13:19Z
2019-02-26
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://repositorio.ufsm.br/handle/1/16741
dc.identifier.dark.fl_str_mv ark:/26339/0013000010rmp
url http://repositorio.ufsm.br/handle/1/16741
identifier_str_mv ark:/26339/0013000010rmp
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv Attribution-NonCommercial-NoDerivatives 4.0 International
http://creativecommons.org/licenses/by-nc-nd/4.0/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Attribution-NonCommercial-NoDerivatives 4.0 International
http://creativecommons.org/licenses/by-nc-nd/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Santa Maria
Brasil
Zootecnia
UFSM
Programa de Pós-Graduação em Zootecnia
Centro de Ciências Rurais
publisher.none.fl_str_mv Universidade Federal de Santa Maria
Brasil
Zootecnia
UFSM
Programa de Pós-Graduação em Zootecnia
Centro de Ciências Rurais
dc.source.none.fl_str_mv reponame:Manancial - Repositório Digital da UFSM
instname:Universidade Federal de Santa Maria (UFSM)
instacron:UFSM
instname_str Universidade Federal de Santa Maria (UFSM)
instacron_str UFSM
institution UFSM
reponame_str Manancial - Repositório Digital da UFSM
collection Manancial - Repositório Digital da UFSM
repository.name.fl_str_mv Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM)
repository.mail.fl_str_mv atendimento.sib@ufsm.br||tedebc@gmail.com
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